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Bank regulatory arbitrage via risk weighted assets dispersion

Journal of Financial Stability 2017 33, 331-345
Increased dispersion of Risk Weighted Assets (RWA) troubles regulators as potentially undermining prudential supervision. We study the determinants of RWA/EAD (Exposure-At-Default) on data painstakingly compiled from Basel Pillar-Three for 239 European banks over 2007–2013. We improve on most previous studies, which consider instead RWA/TA (Total Assets). Indeed, Internal-Rating-Based (IRB) models allow lawful capital-saving Roll-Out effects which RWA/TA analyses disregard and likely misidentify as regulatory arbitrage. Instead, encapsulating Roll-Out effects, RWA/EAD avoids false positive identification. We find that regulatory arbitrage: (i) was present; (ii) likely materialized via risk weights manipulation with IRB models; (iii) was stronger at Advanced-IRB vs Foundation-IRB banks.

Bank–firm relations and the role of Mutual Guarantee Institutions at the peak of the crisis

Journal of Financial Stability 2013 9(1), 90-104
We examine the role played by Mutual Guarantee Institutions (MGIs) in the lending policies undertaken by banks at the peak of the Great Crisis of 2007–2009. We address this issue by using a large database on Italian firms built from the credit files of UniCredit banking Group and focusing on small business. We provide an empirical analysis of the determinants of the probability that a borrowing firm will suffer financial tension and obtain two main innovative findings. First, we find that small firms supported by MGIs less likely experienced financial tensions even at that time of utmost financial stress. Second, our empirical evidence shows that MGIs played a signaling role beyond the simple provision of collateral. This latter finding suggests that the information provided by MGIs turned out to be key for bank–firm relations as scoring and rating systems – being typically based on pro-cyclical indicators – had become less informative during the crisis.